Patents by Inventor Giovani Estrada
Giovani Estrada has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).
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Patent number: 11556748Abstract: Methods, apparatus, systems and articles of manufacture to improve accuracy of a fog/edge-based classifier system are disclosed.Type: GrantFiled: September 28, 2018Date of Patent: January 17, 2023Assignee: Intel CorporationInventors: Keith Ellis, Giovani Estrada, Michael Nolan, Niall Cahill, David Coates
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Patent number: 11252021Abstract: Methods, systems, and storage media for telemetry adaptation are disclosed herein. In an embodiment, a networking device may include a data collector agent module to receive measurement data from measurement sources according to an initial telemetry policy and to provide the measurement data to the one or more servers of the monitoring system. The networking device may include an anomaly detection module to receive measurement data from the data collector agent module, to detect an anomaly in the measurement data, and to provide an indication of the anomaly to the data collector agent module for the data collector agent module to provide a first modified telemetry policy for the measurement sources.Type: GrantFiled: May 8, 2020Date of Patent: February 15, 2022Assignee: Intel CorporationInventors: Giovani Estrada, Victor Bayon-Molino, Michael J. McGrath, Joseph Butler
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Patent number: 11237898Abstract: Various systems and methods for implementing automatic model generation for performance monitoring are described herein. A performance monitoring system includes a model manager to: identify a performance model that predicts performance of an operational node, the performance model based on telemetry data from the operational node; and implement an automatic verification operation to analyze the performance model and revise the performance model when the performance model is no longer valid; and an event processor to: initiate a remedial action at the operational node when the performance model indicates an alert state.Type: GrantFiled: September 18, 2019Date of Patent: February 1, 2022Assignee: Intel CorporationInventors: Giovani Estrada, Victor Bayon-Molino
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Publication number: 20210092006Abstract: Methods, systems, and storage media for telemetry adaptation are disclosed herein. In an embodiment, a networking device may include a data collector agent module to receive measurement data from measurement sources according to an initial telemetry policy and to provide the measurement data to the one or more servers of the monitoring system. The networking device may include an anomaly detection module to receive measurement data from the data collector agent module, to detect an anomaly in the measurement data, and to provide an indication of the anomaly to the data collector agent module for the data collector agent module to provide a first modified telemetry policy for the measurement sources.Type: ApplicationFiled: May 8, 2020Publication date: March 25, 2021Inventors: GIOVANI ESTRADA, VICTOR BAYON-MOLINO, MICHAEL J. MCGRATH, JOSEPH BUTLER
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Patent number: 10863329Abstract: Methods, apparatus, systems, and articles of manufacture for conditional classifier chaining in a constrained machine learning environment are disclosed. An example apparatus includes a classification controller to select a first model to be utilized to classify a first feature identified from sensor data. A memory controller is to copy the first model to a memory. A machine learning processor is to apply the first model to the first feature to create a first classification output, the first classification output indicating an identified class. The classification controller is to, in response to a determination that the first classification output identifies a second model to be used for classification, instruct the memory controller to load the second model into the memory. The machine learning processor is to apply the second model to the second feature to create a second classification output.Type: GrantFiled: December 19, 2018Date of Patent: December 8, 2020Assignee: Intel CorporationInventors: Keith A. Ellis, Giovani Estrada, David Coates, Michael Nolan
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Publication number: 20200192741Abstract: Various systems and methods for implementing automatic model generation for performance monitoring are described herein. A performance monitoring system includes a model manager to: identify a performance model that predicts performance of an operational node, the performance model based on telemetry data from the operational node; and implement an automatic verification operation to analyze the performance model and revise the performance model when the performance model is no longer valid; and an event processor to: initiate a remedial action at the operational node when the performance model indicates an alert state.Type: ApplicationFiled: September 18, 2019Publication date: June 18, 2020Inventors: Giovani Estrada, Victor Bayon-Molino
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Patent number: 10666505Abstract: Methods, systems, and storage media for telemetry adaptation are disclosed herein. In an embodiment, a networking device may include a data collector agent module to receive measurement data from measurement sources according to an initial telemetry policy and to provide the measurement data to the one or more servers of the monitoring system. The networking device may include an anomaly detection module to receive measurement data from the data collector agent module, to detect an anomaly in the measurement data, and to provide an indication of the anomaly to the data collector agent module for the data collector agent module to provide a first modified telemetry policy for the measurement sources.Type: GrantFiled: October 30, 2017Date of Patent: May 26, 2020Assignee: Intel CorporationInventors: Giovani Estrada, Victor Bayon-Molino, Michael J. McGrath, Joseph Butler
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Patent number: 10469570Abstract: Technologies for provisioning jobs to servers at a datacenter include a compute device to identify a class of each of a plurality of available servers in the datacenter, wherein the class is indicative of a set of hardware included on the corresponding server. The compute device selects a workload that includes a plurality of jobs to provision to a subset of the available servers and determines a provisioning configuration for the workload from a set of prospective configurations as a function of a rack utilization of each prospective configuration, the classes utilized by each prospective configuration, and a number of racks utilized by each prospective configuration. The provisioning configuration identifies a subset of the available servers to which to provision the jobs of the workload.Type: GrantFiled: December 26, 2015Date of Patent: November 5, 2019Assignee: Intel CorporationInventors: Victor Bayon-Molino, Giovani Estrada
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Patent number: 10452467Abstract: Various systems and methods for implementing automatic model generation for performance monitoring are described herein. A performance monitoring system includes a model manager to: identify a performance model that predicts performance of an operational node, the performance model based on telemetry data from the operational node; and implement an automatic verification operation to analyze the performance model and revise the performance model when the performance model is no longer valid; and an event processor to: initiate a remedial action at the operational node when the performance model indicates an alert state.Type: GrantFiled: January 28, 2016Date of Patent: October 22, 2019Assignee: Intel CorporationInventors: Giovani Estrada, Victor Bayon-Molino
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Patent number: 10404547Abstract: Technologies for datacenter management include one or more computing racks each including a rack controller. The rack controller may receive system, performance, or health metrics for the components of the computing rack. The rack controller generates regression models to predict component lifespan and may predict logical machine lifespans based on the lifespan of the included hardware components. The rack controller may generate notifications or schedule maintenance sessions based on remaining component or logical machine lifespans. The rack controller may compose logical machines using components having similar remaining lifespans. In some embodiments the rack controller may validate a service level agreement prior to executing an application based on the probability of component failure. A management interface may generate an interactive visualization of the system state and optimize the datacenter schedule based on optimization rules derived from human input in response to the visualization.Type: GrantFiled: February 24, 2015Date of Patent: September 3, 2019Assignee: Intel CorporationInventors: Katalin K. Bartfai-Walcott, Michael Christopher Woods, Giovani Estrada, John Kennedy, Joseph Butler, Slawomir Putyrski, Alexander Leckey, Victor M. Bayon-Molino, Connor Upton, Thijs Metsch
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Patent number: 10305974Abstract: One embodiment provides an apparatus. The apparatus includes ranker logic. The ranker logic is to rank each of a plurality of compute nodes in a data center based, at least in part, on a respective node score. Each node score is determined based, at least in part, on a utilization (U), a saturation parameter (S) and a capacity factor (Ci). The capacity factor is determined based, at least in part, on a sold capacity (Cs) related to the compute node. The ranker logic is further to select one compute node with a highest node score for placement of a received workload.Type: GrantFiled: December 23, 2015Date of Patent: May 28, 2019Assignee: Intel CorporationInventors: Alexander Leckey, Joseph M. Butler, Thijs Metsch, Giovani Estrada, Vincenzo M. Riccobene, John M. Kennedy
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Publication number: 20190124488Abstract: Methods, apparatus, systems, and articles of manufacture for conditional classifier chaining in a constrained machine learning environment are disclosed. An example apparatus includes a classification controller to select a first model to be utilized to classify a first feature identified from sensor data. A memory controller is to copy the first model to a memory. A machine learning processor is to apply the first model to the first feature to create a first classification output, the first classification output indicating an identified class. The classification controller is to, in response to a determination that the first classification output identifies a second model to be used for classification, instruct the memory controller to load the second model into the memory. The machine learning processor is to apply the second model to the second feature to create a second classification output.Type: ApplicationFiled: December 19, 2018Publication date: April 25, 2019Inventors: Keith A. Ellis, Giovani Estrada, David Coates, Michael Nolan
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Publication number: 20190102659Abstract: Methods, apparatus, systems and articles of manufacture to improve accuracy of a fog/edge-based classifier system are disclosed.Type: ApplicationFiled: September 28, 2018Publication date: April 4, 2019Inventors: Keith Ellis, Giovani Estrada, Michael Nolan, Niall Cahill, David Coates
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Patent number: 10225631Abstract: A system comprises a scoring engine comprising at least one processor and memory. The scoring engine is to generate, based on telemetry information obtained from a plurality of nodes of a computing infrastructure, a first availability score for a first node of the plurality of computing infrastructure nodes and a second availability score for a second node of the plurality of computing infrastructure nodes. The scoring engine is further to generate, based on the first availability score of the first computing infrastructure node and the second availability score of the second computing infrastructure node, an edge tension score for a link between the first node and the second node.Type: GrantFiled: March 13, 2018Date of Patent: March 5, 2019Assignee: Intel CorporationInventors: Annie Ibrahim Rana, Joseph Butler, Thijs Metsch, Alexander Leckey, Vincenzo Mario Riccobene, Giovani Estrada
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Patent number: 10120727Abstract: Examples may include techniques for allocating configurable computing resources from a pool of configurable computing resources to a logical server or virtual machine. The logical server or virtual machine may use allocated configurable computing resources to implement, execute or run a workload.Type: GrantFiled: February 23, 2015Date of Patent: November 6, 2018Assignee: Intel CorporationInventors: Katalin K. Bartfai-Walcott, Alexander Leckey, John Kennedy, Chris Woods, Giovani Estrada, Joseph Butler, Michael J. McGrath, Slawomir Putyrski
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Patent number: 10102035Abstract: Examples are described for computing resource discovery and management for a system of configurable computing resources that may include disaggregate physical elements such as central processing units, storage devices, memory devices, network input/output devices or network switches. In some examples, these disaggregate physical elements may be located within one or more racks of a data center.Type: GrantFiled: February 23, 2015Date of Patent: October 16, 2018Assignee: Intel CorporationInventors: Katalin K. Bartfai-Walcott, John Kennedy, Thijs Metsch, Chris Woods, Giovani Estrada, Alexander Leckey, Joseph Butler, Slawomir Putyrski
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Publication number: 20180212821Abstract: Methods, systems, and storage media for telemetry adaptation are disclosed herein. In an embodiment, a networking device may include a data collector agent module to receive measurement data from measurement sources according to an initial telemetry policy and to provide the measurement data to the one or more servers of the monitoring system. The networking device may include an anomaly detection module to receive measurement data from the data collector agent module, to detect an anomaly in the measurement data, and to provide an indication of the anomaly to the data collector agent module for the data collector agent module to provide a first modified telemetry policy for the measurement sources.Type: ApplicationFiled: October 30, 2017Publication date: July 26, 2018Inventors: GIOVANI ESTRADA, VICTOR BAYON-MOLINO, MICHAEL J. MCGRATH, JOSEPH BUTLER
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Publication number: 20180206010Abstract: In one embodiment, a system comprises a scoring engine comprising at least one processor and memory. The scoring engine is to generate, based on telemetry information obtained from a plurality of nodes of a computing infrastructure, a first availability score for a first node of the plurality of computing infrastructure nodes and a second availability score for a second node of the plurality of computing infrastructure nodes. The scoring engine is further to generate, based on the first availability score of the first computing infrastructure node and the second availability score of the second computing infrastructure node, an edge tension score for a link between the first node and the second node.Type: ApplicationFiled: March 13, 2018Publication date: July 19, 2018Applicant: Intel CorporationInventors: Annie Ibrahim Rana, Joseph Butler, Thijs Metsch, Alexander Leckey, Vincenzo Mario Riccobene, Giovani Estrada
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Patent number: 9918146Abstract: A system comprises a scoring engine comprising at least one processor and memory. The scoring engine is to generate, based on telemetry information obtained from a plurality of nodes of a computing infrastructure, a first availability score for a first node of the plurality of computing infrastructure nodes and a second availability score for a second node of the plurality of computing infrastructure nodes. The scoring engine is further to generate, based on the first availability score of the first computing infrastructure node and the second availability score of the second computing infrastructure node, an edge tension score for a link between the first node and the second node.Type: GrantFiled: February 8, 2016Date of Patent: March 13, 2018Assignee: Intel CorporationInventors: Annie Ibrahim Rana, Joseph Butler, Thijs Metsch, Alexander Leckey, Vincenzo Mario Riccobene, Giovani Estrada
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Patent number: 9843474Abstract: Methods, systems, and storage media for telemetry adaptation are disclosed herein. In an embodiment, a networking device may include a data collector agent module to receive measurement data from measurement sources according to an initial telemetry policy and to provide the measurement data to the one or more servers of the monitoring system. The networking device may include an anomaly detection module to receive measurement data from the data collector agent module, to detect an anomaly in the measurement data, and to provide an indication of the anomaly to the data collector agent module for the data collector agent module to provide a first modified telemetry policy for the measurement sources.Type: GrantFiled: December 23, 2015Date of Patent: December 12, 2017Assignee: Intel CorporationInventors: Giovani Estrada, Victor Bayon-Molino, Michael J. McGrath, Joseph Butler